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HamoyeHQ / stage-f-06-wine-tasting

This is an open source project for the stage E of the Hamoye Data Science Internship program, cohort 2020, with real life applications in the health, engineering, demography, education and technology.
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Did word2vec embedding #22

Closed Jolomi-Tosanwumi closed 3 years ago

Jolomi-Tosanwumi commented 3 years ago

Word2Vec embedding was used as a preprocessing strategy in word2vec-wine-review.ipynb notebook in the EDA_and_preprocessing folder.

Find the notebook here

Jolomi-Tosanwumi commented 3 years ago

I am closing this pull request now, because the name of the country US would be same as first person plural 'us'. Also want to confirm the dexterity of our word2vec model by checking if some word2vec magic like' king - man + woman = queen' will be true. Will reopen it after effecting these changes.

Jolomi-Tosanwumi commented 3 years ago

Renamed US to United States of America because after converting to lower case, US would be same as first person plural 'us'. Also did some word2vec magic analogous to king - man + woman = queen that confirmed the dexterity of our word2vec model.

Ademide-Adewale commented 3 years ago

Nice, the score for this model with word2vec improved from what we had the last time

ForChune commented 3 years ago

Very thorough and detailed work @Jolomi-Tosanwumi. Thumbs up!